Risk-averse Decision Making with Contextual Information: Model, Sample Average Approximation, and Kernelization

Yuan Tao, Erick Delage, Huifu Xu

We consider risk-averse contextual optimization problems where the decision maker (DM) faces two types of uncertainties: problem data uncertainty (PDU) and contextual uncertainty (…